diff --git a/src/Functions/keyvaluepair/src/impl/CHKeyValuePairExtractor.h b/src/Functions/keyvaluepair/src/impl/CHKeyValuePairExtractor.h
index 5e2153cf5b7..5f0ff4614de 100644
--- a/src/Functions/keyvaluepair/src/impl/CHKeyValuePairExtractor.h
+++ b/src/Functions/keyvaluepair/src/impl/CHKeyValuePairExtractor.h
@@ -70,8 +70,6 @@ private:
                 return value_state_handler.read(file, pos, value);
             case State::READING_QUOTED_VALUE:
                 return value_state_handler.readQuoted(file, pos, value);
-            case State::READING_EMPTY_VALUE:
-                return value_state_handler.readEmpty(file, pos, value);
             case State::FLUSH_PAIR:
                 return flushPair(file, pos, key, value, keys, values, row_offset);
             case END:
diff --git a/src/Functions/keyvaluepair/src/impl/state/State.h b/src/Functions/keyvaluepair/src/impl/state/State.h
index 95ac0e66a72..8e9c920e7c3 100644
--- a/src/Functions/keyvaluepair/src/impl/state/State.h
+++ b/src/Functions/keyvaluepair/src/impl/state/State.h
@@ -15,14 +15,12 @@ enum State
     READING_QUOTED_KEY,
     // Tries to read the key value pair delimiter. Might jump to WAITING_KEY, WAITING_VALUE or END.
     READING_KV_DELIMITER,
-    // Skip characters until it finds a valid first value character. Might jump to READING_QUOTED_VALUE, READING_EMPTY_VALUE or READING_VALUE.
+    // Skip characters until it finds a valid first value character. Might jump to READING_QUOTED_VALUE or READING_VALUE.
     WAITING_VALUE,
     // Tries to read a value. Jumps to FLUSH_PAIR.
     READING_VALUE,
     // Tries to read an quoted/ quoted value. Might jump to FLUSH_PAIR or END.
     READING_QUOTED_VALUE,
-    // "Reads" an empty value. Jumps to FLUSH_PAIR.
-    READING_EMPTY_VALUE,
     // In this state, both key and value have already been collected and should be flushed. Might jump to WAITING_KEY or END.
     FLUSH_PAIR,
     END
diff --git a/src/Functions/keyvaluepair/src/impl/state/StateHandler.h b/src/Functions/keyvaluepair/src/impl/state/StateHandler.h
index 43ca24df712..21f5ac3640c 100644
--- a/src/Functions/keyvaluepair/src/impl/state/StateHandler.h
+++ b/src/Functions/keyvaluepair/src/impl/state/StateHandler.h
@@ -35,7 +35,6 @@ concept CInlineEscapingValueStateHandler = requires(ValueStateHandler handler)
     { handler.wait(std::string_view {}, std::size_t {}) } -> std::same_as<NextState>;
     { handler.read(std::string_view {}, std::size_t {}, std::declval<std::string &>()) } -> std::same_as<NextState>;
     { handler.readQuoted(std::string_view {}, std::size_t {}, std::declval<std::string &>()) } -> std::same_as<NextState>;
-    { handler.readEmpty(std::string_view {}, std::size_t {}, std::declval<std::string &>()) } -> std::same_as<NextState>;
 };
 
 template <typename ValueStateHandler>
@@ -44,7 +43,6 @@ concept CNoEscapingValueStateHandler = requires(ValueStateHandler handler)
     { handler.wait(std::string_view {}, std::size_t {}) } -> std::same_as<NextState>;
     { handler.read(std::string_view {}, std::size_t {}, std::declval<std::string_view &>()) } -> std::same_as<NextState>;
     { handler.readQuoted(std::string_view {}, std::size_t {}, std::declval<std::string_view &>()) } -> std::same_as<NextState>;
-    { handler.readEmpty(std::string_view {}, std::size_t {}, std::declval<std::string_view &>()) } -> std::same_as<NextState>;
 };
 
 template <typename T>
diff --git a/src/Functions/keyvaluepair/src/impl/state/strategies/escaping/InlineEscapingValueStateHandler.cpp b/src/Functions/keyvaluepair/src/impl/state/strategies/escaping/InlineEscapingValueStateHandler.cpp
index 90bbc65e713..954a3c469c0 100644
--- a/src/Functions/keyvaluepair/src/impl/state/strategies/escaping/InlineEscapingValueStateHandler.cpp
+++ b/src/Functions/keyvaluepair/src/impl/state/strategies/escaping/InlineEscapingValueStateHandler.cpp
@@ -26,10 +26,6 @@ NextState InlineEscapingValueStateHandler::wait(std::string_view file, size_t po
         {
             return {pos + 1u, State::READING_QUOTED_VALUE};
         }
-        else if (std::find(pair_delimiters.begin(), pair_delimiters.end(), current_character) != pair_delimiters.end())
-        {
-            return {pos, State::READING_EMPTY_VALUE};
-        }
         else if (key_value_delimiter == current_character)
         {
             return {pos, State::WAITING_KEY};
@@ -40,7 +36,7 @@ NextState InlineEscapingValueStateHandler::wait(std::string_view file, size_t po
         }
     }
 
-    return {pos, State::READING_EMPTY_VALUE};
+    return {pos, State::READING_VALUE};
 }
 
 NextState InlineEscapingValueStateHandler::read(std::string_view file, size_t pos, ElementType & value) const
@@ -164,10 +160,4 @@ NextState InlineEscapingValueStateHandler::readQuoted(std::string_view file, siz
     return {pos, State::END};
 }
 
-NextState InlineEscapingValueStateHandler::readEmpty(std::string_view, size_t pos, ElementType & value)
-{
-    value.clear();
-    return {pos + 1, State::FLUSH_PAIR};
-}
-
 }
diff --git a/src/Functions/keyvaluepair/src/impl/state/strategies/escaping/InlineEscapingValueStateHandler.h b/src/Functions/keyvaluepair/src/impl/state/strategies/escaping/InlineEscapingValueStateHandler.h
index e12888755e8..5412ef82f8b 100644
--- a/src/Functions/keyvaluepair/src/impl/state/strategies/escaping/InlineEscapingValueStateHandler.h
+++ b/src/Functions/keyvaluepair/src/impl/state/strategies/escaping/InlineEscapingValueStateHandler.h
@@ -22,8 +22,6 @@ public:
 
     [[nodiscard]] NextState readQuoted(std::string_view file, size_t pos, ElementType & value) const;
 
-    [[nodiscard]] static NextState readEmpty(std::string_view, size_t pos, ElementType & value);
-
 private:
     Configuration extractor_configuration;
     std::vector<char> read_needles;
diff --git a/src/Functions/keyvaluepair/src/impl/state/strategies/noescaping/NoEscapingValueStateHandler.cpp b/src/Functions/keyvaluepair/src/impl/state/strategies/noescaping/NoEscapingValueStateHandler.cpp
index 1e0ab179932..76b12dab19b 100644
--- a/src/Functions/keyvaluepair/src/impl/state/strategies/noescaping/NoEscapingValueStateHandler.cpp
+++ b/src/Functions/keyvaluepair/src/impl/state/strategies/noescaping/NoEscapingValueStateHandler.cpp
@@ -25,10 +25,6 @@ NextState NoEscapingValueStateHandler::wait(std::string_view file, size_t pos) c
         {
             return {pos + 1u, State::READING_QUOTED_VALUE};
         }
-        else if (std::find(pair_delimiters.begin(), pair_delimiters.end(), current_character) != pair_delimiters.end())
-        {
-            return {pos, State::READING_EMPTY_VALUE};
-        }
         else if (key_value_delimiter == current_character)
         {
             return {pos, State::WAITING_KEY};
@@ -39,7 +35,7 @@ NextState NoEscapingValueStateHandler::wait(std::string_view file, size_t pos) c
         }
     }
 
-    return {file.size(), State::READING_EMPTY_VALUE};
+    return {file.size(), State::READING_VALUE};
 }
 
 NextState NoEscapingValueStateHandler::read(std::string_view file, size_t pos, ElementType & value) const
@@ -107,10 +103,4 @@ NextState NoEscapingValueStateHandler::readQuoted(std::string_view file, size_t
     return {file.size(), State::END};
 }
 
-NextState NoEscapingValueStateHandler::readEmpty(std::string_view, size_t pos, ElementType & value)
-{
-    value = {};
-    return {pos + 1, State::FLUSH_PAIR};
-}
-
 }
diff --git a/src/Functions/keyvaluepair/src/impl/state/strategies/noescaping/NoEscapingValueStateHandler.h b/src/Functions/keyvaluepair/src/impl/state/strategies/noescaping/NoEscapingValueStateHandler.h
index 3858b032fa6..1a58da9c1f9 100644
--- a/src/Functions/keyvaluepair/src/impl/state/strategies/noescaping/NoEscapingValueStateHandler.h
+++ b/src/Functions/keyvaluepair/src/impl/state/strategies/noescaping/NoEscapingValueStateHandler.h
@@ -20,8 +20,6 @@ public:
 
     [[nodiscard]] NextState readQuoted(std::string_view file, size_t pos, ElementType & value) const;
 
-    [[nodiscard]] static NextState readEmpty(std::string_view, size_t pos, ElementType & value);
-
 private:
     Configuration extractor_configuration;
     std::vector<char> read_needles;